| name | engineering-audit |
| description | Audit code with an evidence-first, pipeline-aware review format. |
Engineering audit
Use when asked for an engineering audit, systems review, hot-path analysis, Big-O review, or pipeline-style inspection.
Read engineering-audit.md in this skill directory for dimensions, stage checks, finding format, and ranking.
Quick reference
Pipeline:
ingress → app logic → cache → database → queue → worker → external API → egress
Order findings by danger, then certainty, then impact, then fix cost. Present the smallest credible fix before structural rewrite. Separate missing coverage from futile coverage.